Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions
Background: Develo** and maintaining large scale machine learning (ML) based
software systems in an industrial setting is challenging. There are no well-established …
software systems in an industrial setting is challenging. There are no well-established …
Malware dynamic analysis evasion techniques: A survey
The cyber world is plagued with ever-evolving malware that readily infiltrate all defense
mechanisms, operate viciously unbeknownst to the user, and surreptitiously exfiltrate …
mechanisms, operate viciously unbeknownst to the user, and surreptitiously exfiltrate …
Security for Machine Learning-based Software Systems: A Survey of Threats, Practices, and Challenges
The rapid development of Machine Learning (ML) has demonstrated superior performance
in many areas, such as computer vision and video and speech recognition. It has now been …
in many areas, such as computer vision and video and speech recognition. It has now been …
Security and privacy challenges of deep learning: A comprehensive survey
JA Onesimu, J Karthikeyan, DSJ Viswas… - … on privatizing and …, 2021 - igi-global.com
Deep learning is the buzz word in recent times in the research field due to its various
advantages in the fields of healthcare, medicine, automobiles, etc. A huge amount of data is …
advantages in the fields of healthcare, medicine, automobiles, etc. A huge amount of data is …
On Recent Security Issues in Machine Learning
MM Alani - 2020 International Conference on Software …, 2020 - ieeexplore.ieee.org
In recent years, applications of machine learning have grown rapidly in various areas. With
the accelerating rate of data generation, and recent developments in big data analytics …
the accelerating rate of data generation, and recent developments in big data analytics …